Neurobiological Correlates of EMDR Monitoring – An EEG Study
Transcript of Neurobiological Correlates of EMDR Monitoring – An EEG Study
Neurobiological Correlates of EMDR Monitoring – An EEGStudyMarco Pagani1*, Giorgio Di Lorenzo2, Anna Rita Verardo3, Giampaolo Nicolais4, Leonardo Monaco2,
Giada Lauretti3, Rita Russo3, Cinzia Niolu2, Massimo Ammaniti5, Isabel Fernandez3, Alberto Siracusano2
1 Institute of Cognitive Sciences and Technologies, Consiglio Nazionale delle Ricerche (CNR), Rome, Italy, 2 Department of Systems Medicine, University of Rome ‘‘Tor
Vergata’’, Rome, Italy, 3 EMDR Italy Association, Bovisio Masciago (MI), Italy, 4 Department of Developmental and Social Psychology, ‘‘Sapienza University of Rome’’, Rome,
Italy, 5 International Psychoanalytical Association, ‘‘Sapienza University of Rome’’, Rome, Italy
Abstract
Background: Eye Movement Desensitization and Reprocessing (EMDR) is a recognized first-line treatment for psychologicaltrauma. However its neurobiological bases have yet to be fully disclosed.
Methods: Electroencephalography (EEG) was used to fully monitor neuronal activation throughout EMDR sessionsincluding the autobiographical script. Ten patients with major psychological trauma were investigated during their firstEMDR session (T0) and during the last one performed after processing the index trauma (T1). Neuropsychological tests wereadministered at the same time. Comparisons were performed between EEGs of patients at T0 and T1 and between EEGs ofpatients and 10 controls who underwent the same EMDR procedure at T0. Connectivity analyses were carried out by laggedphase synchronization.
Results: During bilateral ocular stimulation (BS) of EMDR sessions EEG showed a significantly higher activity on the orbito-frontal, prefrontal and anterior cingulate cortex in patients at T0 shifting towards left temporo-occipital regions at T1. Asimilar trend was found for autobiographical script with a higher firing in fronto-temporal limbic regions at T0 moving toright temporo-occipital cortex at T1. The comparisons between patients and controls confirmed the maximal activation inthe limbic cortex of patients occurring before trauma processing. Connectivity analysis showed decreased pair-wiseinteractions between prefrontal and cingulate cortex during BS in patients as compared to controls and between fusiformgyrus and visual cortex during script listening in patients at T1 as compared to T0. These changes correlated significantlywith those occurring in neuropsychological tests.
Conclusions: The ground-breaking methodology enabled our study to image for the first time the specific activationsassociated with the therapeutic actions typical of EMDR protocol. The findings suggest that traumatic events are processedat cognitive level following successful EMDR therapy, thus supporting the evidence of distinct neurobiological patterns ofbrain activations during BS associated with a significant relief from negative emotional experiences.
Citation: Pagani M, Di Lorenzo G, Verardo AR, Nicolais G, Monaco L, et al. (2012) Neurobiological Correlates of EMDR Monitoring – An EEG Study. PLoS ONE 7(9):e45753. doi:10.1371/journal.pone.0045753
Editor: Ulrike Schmidt, Max Planck Institute of Psychiatry, Germany
Received May 20, 2012; Accepted August 24, 2012; Published September 2 , 2012
Copyright: � 2012 Pagani et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permitsunrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: The authors have no support or funding to report.
Competing Interests: The authors have declared that no competing interests exist.
* E-mail: [email protected]
Introduction
Post-traumatic conditions lead to derangement of memory and
mood regulation possibly ending with a fear-driven response
elicited by internal or external cues associated with a traumatic
situation [1].
Investigations by positron emission tomography (PET) and
single photon emission computed tomography (SPECT) have
identified an impairment of the medial prefrontal cortex (mPFC),
associated with a hyper-reactivity of the amygdalae, to constitute
the core neural correlate of post-traumatic stress disorder (PTSD)
[2]. On the other hand, several studies have provided evidence for
the clinical efficacy of Eye Movement Desensitization and
Reprocessing therapy (EMDR) in the treatment of PTSD [3].
EMDR is an information processing therapy for anxiety disorders
that focuses on trauma elaboration or highly stressful recollections
[4]. A distinct characteristic of EMDR is the use of alternating
bilateral stimulation such as eye movement, tactile or auditory.
The patient is asked to focus upon the traumatic memory image
while simultaneously attending to an alternate stimulus for brief
eye movements (right-left) sets of approximately 30 seconds. As a
result EMDR has been included in many international trauma
treatment guidelines [5–8] and in 2011 has also been shortlisted as
evidence-based practice for the treatment of PTSD [9], anxiety
and depression symptoms [10].
Recent studies have probed into EMDR’s mechanism of action
and its physiological and neurobiological substrate [11–15]
providing some preliminary evidence of an association between
functional changes and treatment efficacy. However, none of these
studies succeeded in investigating real-time firing of brain neurons
in response to the external stimuli induced by EMDR since the
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effects of therapy on brain activation/deactivation were only
recorded before and after EMDR treatment. This has restricted
the reported information to static conditions not describing in
detail the dynamics of regional neuronal synchronization during
EMDR sessions.
Electroencephalography (EEG) helps to overcome such limiting
factors as it records brain electrical activity with a time resolution
of milliseconds and with an acceptable capability to identify the
sources of activity in the brain 3D space, especially by means of a
medium to high-density array of electrodes [16].
The aim of the study was (i) to explore the technical feasibility of
the on-line recording of whole EMDR sessions by means of EEG;
(ii) to identify the regions activated either by the autobiographic
recollection of the traumatic event (script) or during the bilateral
ocular stimulation at EMDR sessions; (iii) to investigate possible
changes in functional connectivity both as a result of EMDR
therapy or comparing patients and healthy controls; (iv) to
correlate such changes to neuropsychological scores.
Due to the exploratory nature of the present study, we analyzed
and reported separately all activities for the different frequencies of
the cerebral electric spectrum.
Materials and Methods
SubjectsTen psychologically traumatised symptomatic patients were
included in the study (mean age 33610; 4 males, 6 females).
Patients were referred to clinicians specialized in EMDR
treatment (AV, GL, RR, IF) on the basis of the presence of major
psychological trauma. Although all patients were clinically
diagnosed as suffering from PTSD, due to logistics and patients’
refusal to long and elaborate procedures, no categorical diagnosis
could be made according to DSM-IV-TR criteria. Traumas
consisted in sexual abuse (5), grief and loss trauma (3), abortion
related trauma (1) and severe physical abuse (1) and EMDR
sessions focused on these specific life events. Ten healthy subjects
comparable for age and gender (mean age 3767; 5 males, 5
females) and aware of the study agreed to participate and to act as
controls of their own free will. In all of them the index trauma
chosen was the one with the highest impact on their memories.
The major distinction between patients and controls was the lack
of trauma-related symptoms in the latter group. Exclusion criteria
included a track record of clinically diagnosed psychiatric
disorders and a score of the psychological response to the stressful
index trauma (Impact of Event Scale total score, intrusion +avoidance) ,26, i.e. less than a moderate psychological response
to trauma. Prior to entering the study, all participants were
informed of the procedures and asked to subscribe to the
Declaration of Helsinki.
Study DesignThe study was entirely carried out in the therapy room of a
private clinic to which all patients were referred for treatment. The
room was quiet, light and airy and clinicians and patients, as well
as controls, were comfortable enough to establish a therapeutic
alliance. During the first session the clinician confirmed the
presence of a major psychological trauma and the persistence of
the related symptoms over time. All subjects were asked to record
as a digital file the autobiographical script of their traumatic
experience. After some days they returned to the therapist for the
first EMDR session (T0). Before the session started in the presence
of a trained psychologist (GN) all subjects filled in 3 self-
administered neuropsychological checklists whose completion
required about 30 minutes. They were then invited to walk into
the therapy room where the EEG cap was positioned.
EEG recording was continuously performed while the patients
were:
– at rest with eyes open and closed;
– listening to the script with eyes closed;
– during a second period with eyes closed;
– during EMDR therapy;
– during a final period of rest.
The same protocol was repeated during the last EMDR session
(T1), after the patient completely processed the trauma and
reported no disturbance with Subjective Unit of Distress
(SUD) = 0, Validity of Cognition (VOC) = 7 and clear Body Scan
(Figure 1). A clinical follow-up of two years was then performed
with all patients.
Control subjects underwent the same therapeutic protocol and
neuropsychological assessments as patients but the EEG recording
of the script and of the whole EMDR session were performed only
on one occasion, right after the initial neuropsychological
assessment (T0).
EMDR ProcedureAt the beginning of EMDR sessions patients and controls were
asked to focus on the primary elements of the traumatic memories
while at the same time following a "dual stimulation" using
bilateral ocular stimulation (BS) lasting usually 30 seconds and
entailing about 30 complete horizontal left-right-left eye move-
ments each. Progressive changes after BS sets reflect reprocessing
of the memory, until patients are able to engage in the recollection
of the event with no disturbing emotions and with positive and
constructive perspectives about themselves, showing desensitiza-
tion and experience adaptive resolution. Once the memory of the
traumatic event has been reprocessed, the EMDR protocol is
applied to recent triggers and to future anxiety provoking or
avoidance situations. Treatment will be completed as soon as past,
present and future trauma-related issues are addressed. Treatment
completion is usually associated with post-traumatic symptoms
reduction.
Treatment’s Eight PhasesPhase one is devoted to history taking. During phase one the
clinician assesses symptoms and makes a diagnosis. At this time the
patients’ readiness for EMDR is evaluated and a treatment plan is
carried out. Patients along with the therapist identify possible
EMDR processing targets. During phase two the therapist ensures
that patients are provided with adequate resources for handling
emotional distress and good coping skills. Patients are then
prepared to start processing traumatic material, by explaining the
method and showing BS, while focusing on a positive memory
(safe place exercise). From phase 3 through 6, a target is identified
and processed using the EMDR protocol. These phases involve
patients identification of the most vivid visual image related to the
memory (if available), a positive and a negative belief about the
self, related emotions and body sensations. In the desensitization
phase (Phase 4) patients are instructed to focus on the image,
negative belief and body sensations while simultaneously moving
their eyes back and forth following the therapist’s fingers as they
move across their field of vision for 20–30 seconds or more. This is
repeated numerous times throughout the session. When patients
report no distress related to the targeted memory, the clinician asks
them to think of their preferred positive belief and to focus on the
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incident, while simultaneously engaging in further sets of eye
movements. After several sets, patients generally report increased
confidence in this positive belief. The therapist checks the patients’
body sensations. If there are negative sensations, these are
processed as above. If there are positive sensations, they are
further enhanced. In the closure phase (phase 7), the therapist
instructs the patients how they should focus their attention after
the session and ask them to keep a weekly log and to write down
any related material that may arise. The therapist finally reminds
the patients of the self-calming activities that were mastered in
phase two. The next session begins with phase eight, i.e. reviewing
the work done and checking whether results are maintained from
the previous session.
Self-administered ChecklistsIES [17] is a 15-item checklist used to measure the psycholog-
ical response to stressful or traumatic life events during the
previous week. It specifically tackles the areas of intrusion (7-items
subscale) and avoidance (8-items subscale) as key features of
dysfunctional psychological adaptation following traumas. Scores
above 26 are regarded as clinically significant.
BDI [18] is a 21-item self-report measure containing items
related to the cognitive, affective as well as somatic symptoms of
depression. Items are rated between 0, not at all, and 3, severely,
in terms of how much they have bothered patients in the previous
week. Scores above 18 indicate moderate to severe depressive
symptoms.
SCL-90 R [19] is a 90-item self report symptom inventory used
as a measure of psychological problems assessing the frequency of
a broad range of symptoms of psychopathology. Patients rate the
90 items using a 5-point scale (1 = no problem to 5 = very severe)
to measure the extent to which they have experienced the
shortlisted symptoms over the last 7 days. The SCL-90-R has also
3 global indexes: the Global Severity Index (GSI) measures the
extent or depth of the individual’s psychiatric disturbance; the
Positive Symptom Total (PST) counts the total number of
questions rated above 1 point; and the Positive Symptom Distress
Index (PSDI) represents the intensity of symptoms.
Paired and un-paired t-tests were performed to compare the
scores of IES, BDI, SCL-90-R between patients pre- and post-
EMDR treatment and patients to controls, respectively.
EEG ProcedureEEG acquisition. Thirty-seven-channel EEG was recorded
using a pre-cabled electrode cap (Bionen, Florence, Italy). A
horizontal electro-oculographic (H-EOG) channel, recorded from
two electrodes at the outer canthus of each eye, was used to
monitor eye movements of BS. The electrodes cup montage
required approximately 20 minutes and was well tolerated by
subjects. Electrode impedances were kept less than 10 KV. The
signal was amplified by 40-channel EEG device (Galileo MIZAR-
sirius, EBNeuro, Florence, Italy) and acquired with GalNT
software. Data were collected with a sampling rate of 256 Hz
and with hardware EEG filters of High-Pass at 0.099 Hz and Low-
Pass at 0.45 SR (0.456256 Hz = 115.2 Hz).
Preprocessing. Data were exported to EDF using NPX Lab
2010 (www.brainterface.com). In both patients and controls while
the script recordings were fully exported, in the EMDR arm we
segmented and exported only the BS periods (eliminating,
arbitrarily, the first four and the last two eye movements), creating
files of 180 seconds each with concatenated/merged periods of BS.
Data were analyzed in the EEGLAB environment (http://www.
sccn.ucsd.edu/eeglab/index.html) a collection of scripts running
under Matlab 7.7.0 R2010a (Mathworks Inc., Natick, MA). After
visual inspection and manual elimination of paroxysmal artifact
periods, artifact non-cerebral source activities (eye blinks and
movements, cardiac and muscle/electromyographic activity) were
identified and rejected using a semiautomatic procedure based on
Independent Component Analysis [20].
Electrical Source Imaging (ESI). To compute the intrace-
rebral electrical sources underlying EEG activity recorded at the
scalp we used the exact low resolution brain electromagnetic
tomography (eLORETA) software (http://www.uzh.ch/keyinst/
loreta.htm). Computations were made in a realistic head model
[21], using the Montreal Neurological Institute (MNI; Montreal,
Quebec, Canada) MNI152 template, with the three-dimensional
solution space restricted to cortical gray matter and hippocampi,
Figure 1. Study design.doi:10.1371/journal.pone.0045753.g001
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as determined by the probabilistic Talairach atlas [22]. The
intracerebral volume (eLORETA inverse solution space) is
partitioned in 6239 voxels at 5 mm spatial resolution (i.e., cubic
elements of 56565 mm). Anatomical labels as Brodmann areas
are also reported using MNI space, with correction to Talairach
space [23]. We calculated eLORETA images corresponding to the
estimated neuronal generators of brain activity within each band
[24]. The ranges of the frequency bands were as follows: delta (d),
1.5–4 Hz; theta (h), 4–8 Hz; alpha (a), 8–12 Hz; beta 1 (b1), 12–
20 Hz; beta 2 (b2), 20–30 Hz; gamma (c), 30–45 Hz.
Statistics. eLORETA software package was used to per-
form ESI statistical analyses. The methodology used was non-
parametric randomization statistics (Statistical non-Parametric
Mapping, SnPM) [25]. A second level of non-parametric
analysis, the exceedence proportion tests evaluated the signifi-
cance of activity based on its spatial extent, obtaining clusters of
supra-threshold voxels.
Between-group comparisons of the eLORETA current density
distribution were performed using a statistical analysis based on
voxel-by-voxel log of F ratio test with 5000 randomizations. The
results corresponded, for each band, to maps of log-F-ratio
statistics for each voxel, for corrected p,0.05. Significant
activations at the exceedence proportion tests with a p value
,0.01, F value over 2 z-score and a minimum cluster of voxels
major than 27 (an intracerebral volume cube with an edge of
15 mm) within a hemisphere for single Broadmann Area (BA)
were accepted.
Electrical source functional connectivity. Functional con-
nectivity analysis was performed by the ‘‘whole-brain Brodmann
areas (BAs)’’ approach, using the anatomical definitions of 84 BAs
provided by eLORETA software package and based on the
Talairach Daemon (http://www.talairach.org/). Pairs of BAs were
analyzed using the values of single voxels with the highest F-ratio
value at the centroid of each BA. To test interregional functional
correlations between any pair of BAs lagged phase synchronization
(LPS), index of physiological lagged connectivity and decomposing
connectivity into instantaneous and lagged components, was used
[26,27]. It defines the phase synchronization between two signals
in the frequency domain based on normalized Fourier transforms
after partialling out the instantaneous, zero-lag contribution
resulting from non-physiological effects or intrinsic artifacts.
Hence, this measure is thought to contain physiological connec-
tivity information only.
Since no significant correlation was found for any of the 42
pairs, we selected 21 BAs (9, 10, 11, 17, 18, 19, 20, 23, 24, 25, 28,
30, 31, 32, 33, 34, 35, 36, 37, 46, 47), bilaterally, and repeated the
analyses without obtaining any significant result. Finally we chose
an a priori approach further reducing the number of tested regions
to the clusters in which for each group comparison significant
differences were found. The latter analyses were performed
averaging for each of the six EEG bands, the LPS values in all
voxels within a sphere of 15 mm of radius around the one with
maximal intensity.
Statistical comparisons were carried out using non-parametric
randomization techniques with correction for multiple compari-
sons.
Correlation with neuropsychological scores. To evaluate
the association between connectivity measures and neuropsycho-
logical variables, the LPS values of the pairs of clusters found to
have significantly changed were correlated to the scores of IES-
total, BDI total and SCL-90R-PSDI, yielding r, r2 and p values
corrected for multiple comparisons.
Results
Self-administered ChecklistsIn all patients after 3 to 8 EMDR sessions (mean 5) symptoms
related to the traumatic event disappeared and SUD and VOC
scores reached the normal values of 0 and 7 respectively. All
patients were still symptoms-free after 2 years of follow up. Scores
of IES, BDI and SCL-90-R were significantly different between
patients and controls at T0 (Table 1) and decreased significantly in
patients at T1 (Table 2).
EEGPatients vs. controls. During the script a significantly higher
cortical activation was found in patients’ bilateral orbito-frontal
cortex (OFC, BAs 11–47) and anterior cingulate cortex (ACC, BAs
24-25-32-33) for almost all frequencies between 1.5 and 20 Hz
(Table 3). Significantly higher bilateral activation was also found
for delta and theta bands bilaterally in parahippocampal gyri
(PHG, BAs 28-34-35-36) and for theta band in bilateral posterior
cingulate cortex (PCC, BAs 23-30-31) (Table 3; Figure 2). During
BS patients showed a higher cortical activation in left OFC, rostral
prefrontal cortex (rPFC, BA 10) and ACC for most of the bands
(Figure 3). Significantly higher activations in patients were also
found for some bands in PHG and PCC (Table 3).
Patients at T1 vs. patients at T0. During the script listening
there was a significantly higher cortical activation in patients at T1
in right fusiform gyrus (FG, BAs 20-37) for bands up to 20Hz. A
higher activation was also recorded at T1 in visual cortex for delta
and theta bands (Figure 4). During BS a significantly higher left
FG activation was found at T1 for all but theta bands (Table 3). In
this comparison a significantly higher activation was found at T0
as compared to T1 in rPFC, mainly on the left, and in right visual
cortex (Figure 5) in the frequencies between 3 and 20Hz.
Functional connectivity. At connectivity analysis a signifi-
cantly decreased pair-wise interaction as expressed by LPS
between left VC and right FG was found in patients at T1 as
compared to T0 during the script listening in the theta band.
Significantly decreased functional connectivity was also found in
patients in the gamma band during bilateral ocular stimulation in
comparison with controls in two pair-wise interactions: left PFC
and left PCC; left ACC and left PCC.
Correlation with neuropsychological scores. The scores
of the neuropsychological tests in patients were not only consistent
Table 1. Pre EMDR treatment: mean (SD) and statisticallysignificant differences in IES, BDI and SCL-90-R scores inpatients vs controls.
Patients(N = 10)
Controls(N = 10) T p
IES/pre/TOTAL 40.8 (15.9) 2 (3.1) 7.543 0.000
IES/pre/intrusion 21.1 (9.8) 1 (2.2) 6.297 0.000
IES/pre/avoidance 19.7 (7.7) 1 (1.3) 7.536 0.000
BDI/pre/TOTAL 23.9 (10.1) 1.6 (2.2) 6.795 0.000
BDI/pre/cognitive 15.7 (8.1) 0.70 (1.3) 5.799 0.000
BDI/pre/somatic 8.2 (3.3) 0.90 (1.3) 6.416 0.000
SCL-90-R/pre/PST 59.6 (20.2) 6.2 (6.35) 7.956 0.000
SCL-90-R/pre/PSDI 2.11 (.53) 0.82 (.61) 4.989 0.000
SCL-90-R/pre/GSI 1.49 (.65) 0.80 (.80) 6.293 0.000
doi:10.1371/journal.pone.0045753.t001
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with symptom remission as assessed clinically and by SUD and
VOC but they also correlated significantly with LPS in the pair-
wise interactions found to be significantly changed. The patho-
logical pre-EMDR and normalized post-EMDR scores of IES
total, BDI total and SCL-90-R PSDI, taken as a continuum, showed
a significantly positive correlation in theta band with the LPS
values of the pair-wise interaction between left VC and left FG
during script listening in patients at T1 vs T0. Negative
correlations in the gamma band between LPS values and the
same neuropsychological tests scores were found for the other two
pair-wise interactions found to be significantly decreased during
BS in patients as compared to controls: left PFC vs left PCC; and
left ACC vs left PCC (Table 4).
Discussion
The first relevant result of the study was the ability to perform
an on-line monitoring of the cortical firing occurring during
EMDR therapy by means of the EEG, more specifically during
bilateral ocular stimulation. For the first time, maximal brain
activations associated with the therapeutic actions envisaged by the
EMDR protocol could be outlined and represented on the cortical
surface. To the best of our knowledge this is also the first time
psychotherapy is monitored and dynamically represented by
functional imaging throughout its entire duration. The logistic
and technical effectiveness of such complicated methodology
carried out by psychotherapists, psychologists, psychiatrists and
EEG technicians, all at the same time, provided the opportunity of
performing the experiments in a totally patient-friendly environ-
ment, i.e. in a comfortable private practice therapy room, avoiding
possible biases resulting from physical and psychological discom-
fort for the patient due to an unfriendly examination environment
[28].
Following successful EMDR therapy, the main neurobiological
finding of the study was the shift of the maximal cortical firing,
during both autobiographic script listening and BS, from
prefrontal and limbic regions at T0 to fusiform and visual cortex
at T1 (Figure 4 and 5, respectively). Also when compared to
asymptomatic normal subjects the reliving of the major traumatic
event caused in patients a significantly higher bilateral limbic firing
during the script (Table 3; Figure 2) and a more leftward oriented
limbic activation during BS (Figure 3). The latter finding might be
Table 2. Pre vs post EMDR treatment: mean (SD) andstatistically significant differences in IES, BDI and SCL-90-Rscores in patients.
Patients (N = 10) T p
IES/pre/TOTAL vs IES/post/TOTAL 40.8 (15.9) vs 12.8 (12) 6.386 0.000
IES/pre/intrusion vs IES/post/intrusion 21.1 (9.8) vs 6.6 (6.6) 5.7 0.000
IES/pre/avoidance vs IES/post/avoidance 19.7 (7.7) vs 6.3 (5.9) 5.448 0.000
BDI/pre/TOTAL vs BDI/post/TOTAL 23.9 (10.1) vs 9.5 (9.5) 4.003 0.003
BDI/pre/cognitive vs BDI/post/cognitive 15.7 (8.1) vs 6.7 (7.1) 3.085 0.013
BDI/pre/somatic vs BDI/post/somatic 8.2 (3.3) vs 2.8 (2.6) 4.92 0.001
SCL/pre/PST vs SCL/post/PST 59.6 (20.2) vs 37.7 (19.7) 4.948 0.001
SCL/pre/PSDI vs SCL/post/PSDI 2.11 (.53) vs 1.41 (.46) 3.625 0.006
SCL/pre/GSI vs SCL/post/GSI 1.49 (.65) vs 0.66 (.52) 4.131 0.003
doi:10.1371/journal.pone.0045753.t002
Table 3. Regions in which significant differences were found between different conditions and groups.
BA d h a b1 b2 c
left right left right left right left right left right left right
SCRIPT PATIENTS –CONTROLS
OFC 76 35 65 29 70 27
ACC 40 38 47 36 44 35
PHG 35 56 48 42 39
PCC 34 58
BS PATIENTS - CONTROLS OFC 59 77 113 155
rPFC 72 48 72 46 91 97
ACC 34 30 39 44
PHG 33 37 41 36 32
PCC 29 34 32 56
SCRIPT PATIENTS T1 –PATIENTS T0
FG 48 104 50 134
VC 212 46 41
BS PATIENTS T1 –PATIENTS T0
FG 108 81 88 127 115
BS PATIENTS T0 –PATIENTS T1
rPFC 37 40 27 44
VC 33 42 43
BS = bilateral ocular stimulation during EMDR therapy; d= delta, 1.5–4 Hz; h= theta, 4–8 Hz; a= alpha, 8–12 Hz; b= beta 1, 12–20 Hz; b2 = beta 2, 20–30 Hz; c= gamma,30–45 Hz; OFC = orbito-frontal cortex (BAs 11–47); ACC = anterior cingulate cortex (BAs 24-25-32-33); PHG = parahippocampal gyrus (BAs 28-34-35-36); PCC = posteriorcingulated cortex (BAs 23-30-31; FG = fusiform gyrus (BAs 20–37); VC = visual cortex (BAs 17-18-19); rPFC = rostral prefrontal cortex (BA 10). For significant comparisonsthe number of voxels in each cluster is reported for each band and each hemisphere.doi:10.1371/journal.pone.0045753.t003
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related during BS to the guided attempt to encode unelaborated
emotional material, activating preferentially left rPFC [29].
The significantly higher activation found in patients during the
BS at T0 compared to T1 in rPFC (Figure 5) confirms the leftward
differences found during the same phase in patients as compared
to controls (Figure 3). Prefrontal activation is associated with
evaluation of self-generated material [30] being anterior cingulate
cortex the point of integration of emotional information involved
in the regulation of affect [31] as well as a key substrate of
conscious emotional experience monitoring information with
affective consequences. Rostral PFC as part of the limbic system
is thought to be involved in processes concerning the emotional
value of incoming information and to be critically implicated in
functions altered in psychic trauma response. Its activation upon
emotional induction is considered to represent the neurobiological
correlate of the affective valence of the stimulus [32]. Moreover,
episodic memory retrieval is known to activate PFC [33], and a
close relationship between autobiographical/episodic memory, the
self and the involvement of PFC was described [34]. PFC has also
been found to be activated while suppressing unwanted memories
[35] and was found by near infrared spectroscopy to be activated
during trauma recall before EMDR therapy [36]. All these
functions may be exaggerated in patients before EMDR therapy in
which the self-referential emotional contents cause an activation in
rPFC larger than in normal individuals or in the patients after
having processed the traumatic event.
One relevant neurobiological effect of EMDR in patients was
represented by the differences found between the cortical
activation at T0 as compared to T1 during script listening
(Figure 4). In this comparison we found at T1 a significant increase
of the EEG signal in right FG as well as in right visual cortex (VC).
These changes suggest a better cognitive and sensorial (visual)
processing of the traumatic event during the autobiographic
reliving after successful EMDR therapy with a preferential
activation moving from the emotional fronto-limbic cortex (at
T0) towards the associative temporo-occipital cortex (at T1). Once
the memory retention of the traumatic event can move from an
implicit subcortical to an explicit status different cortical regions
participate in processing the experience. On the other hand FG is
implicated in the explicit representation of faces, words and
abstract thoughts [37] and its prevalent activation after successful
EMDR therapy might be associated with an elaboration at higher
cognitive level of the images related to the event.
As found in the script analysis, FG showed a higher activation
also during BS at T1. Interestingly, in our patients these
comparisons showed different outcomes with a clear lateralization
towards the left hemisphere during BS (Figure 5) and on the right
side during the script listening (Figure 4). According to the
emotional asymmetry theory the right hemisphere is dominant
over the left for emotional expressions and perception. Further-
more, both hemispheres function as somewhat of a functional unit
and an increased activation in one of them will result in an
inhibition in the contralateral one. The prominent activation
Figure 2. SCRIPT: PATIENTS - CONTROLS (theta band). Cortical representation of the cluster of voxels in which the EEG signal showedsignificant differences between groups. Activation increases exceeding a p value , 0.01 and an F value over 2 z-score are depicted by red color scale.Top row left: lateral view of left hemisphere; Top row middle: lateral view of right hemisphere; Top row right: view from below; Bottom row left:medial view of left hemisphere; Bottom row middle: medial view of right hemisphere; Bottom row right: transversal section at prefrontal cortex levellevel (z = 5). Regional details are presented in Table 3.doi:10.1371/journal.pone.0045753.g002
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found during BS at T1 in association areas in left hemisphere
might then correspond to a cognitive processing of traumatic
memories reaching the explicit state after successful EMDR
therapy associated to a significant restraint of negative emotional
experiences. The left hemisphere has also an important role in
explicating emotions and left FG was also found to be activated
during tasks implying episodic memory and memory retrieval
associated with attentional control [37].
The differential neuronal firing at T0 in patients as compared to
control subjects (Figure 2 and 3) not only highlighted the
emotional component of the trauma retrieval when patients were
still symptomatic but also ruled out the possibility that these
regions were activated merely due to the reliving of the index
event. Furthermore in both script and BS patients activated more
than controls PHG and ACC, being the latter the neural link of
the former with PFC. The primary difference between patients
and controls was not due to the nature of traumas but to the lack
of symptoms in the latter. Physical and/or psychological traumas
cause anxiety states based not only on severity but also on
personality, on life-time trauma load and probably on genetic
factors associated to each individual person.
After progressively reducing the number of investigated regions
out of the clusters resulting significantly different in the group
comparisons, interregional connectivity changes reported while
reliving of the traumatic event, representing the variations in brain
activity networking upon different conditions, were found in three
cluster pairs. The loss of functional connectivity between left VC
and FG found in patients at T1 as compared to T0 during the
script listening was associated with the disappearance of symptoms
and speaks in favor of disconnection of a pathological visual
network after successful EMDR therapy. At this stage, as an effect
of successful trauma elaboration, the visual images of the event are
processed and stored in primary and associative visual cortex and
likely decoupled from the emotional memory of faces and bodies
linked to the event, typically processed by FG. Moreover,
affectively valenced stimuli were shown to prompt event-related
synchronization in posterior brain regions in the theta frequency
band [38]. Such synchronization might have disappeared once the
images of the traumatic event lost their emotional meaning.
The findings of decreased pair-wise interactions between PFC,
ACC and PCC found in patients as compared to controls during
BS show that the functional connectivity during trauma relieving
and involving three important frontal regions was not present in
patients. This underscores the pathological nature of the changes
occurring in post-traumatic conditions in the limbic system and
the central role of the latter in properly processing negative
autobiographical events. Event-related activity in gamma band
was observed in healthy volunteers in ACC and left PFC upon
exposition to emotional stimuli [39], suggesting that gamma
activity in PFC may be modulated by emotional processing in
ACC. Furthermore gamma band seems to reflect short distance
synchrony [40].
The relative low number of significant pairs-wise interactions
found in the present study is probably due to the limited number
Figure 3. EMDR BS: PATIENTS - CONTROLS (gamma band). Cortical representation of the cluster of voxels in which the EEG signal showedsignificant differences between groups. Activation increases exceeding a p value ,0.01 and an F value over 2 z-score are depicted by red color scale.Top row left: lateral view of left hemisphere; Top row middle: lateral view of right hemisphere; Top row right: view from below; Bottom row left:medial view of left hemisphere; Bottom row middle: medial view of right hemisphere; Bottom row right: transversal section at prefrontal cortex levellevel (z = 5). Regional details are presented in Table 3.doi:10.1371/journal.pone.0045753.g003
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of investigated subjects (and hence to lesser statistical power). The
constraint to restrict the amount of regions from the 84
eLORETA default ones to the clusters resulting significant in
group comparisons was due to multiple comparisons corrections,
cutting down dramatically on the significance of each analysis.
When more patients and controls are available a dedicated study
aiming specifically at investigating functional connectivity will be
possible.
Comparing our findings to previous studies investigating
psychological traumas [41], significantly higher activations in
OFC and rPFC in patients during script were found by some
[13,42–44], but not by other authors [45,46]. SPECT studies have
also investigated the effect of psychotherapies and pharmacologic
treatment on CBF reporting both increases and decreases
distributed throughout the whole cortex [11,13,47,48]. Functional
studies in psychological trauma employ different methodologies
varying from analyzing resting brain activity to the implementa-
tion of stimuli and active tasks, including scripts. Moreover,
patients with broad trauma spectra and types are recruited
resulting in different brain activation patterns. Due to this
heterogeneity, comparing data across studies is difficult especially
when different methodologies are implemented as in the case of
this pioneering EEG study.
All bands showed significantly different changes across the four
performed comparisons especially at frequencies between 1.5 and
20 Hz (Table 3). The significant differences in theta frequency
were mostly found during the autobiographical script analyses
(Table 3; Figure 2 and 4). Hippocampal theta rhythm is implicated
in episodic memory [49] and memory formation and retrieval [50]
and has been found to correlate with neuronal firing in frontal
cortex [51,52]. Furthermore increased theta activity localized in
hippocampus was found in one of the few studies investigating
EEG in PTSD [53] supporting the evidence of its role in
modulating emotional memories.
Another interesting finding of the study is the significant
difference in gamma band between patients and controls during
BS (Table 3, Figure 3). Such difference, localized in frontal cortex
and PHG during the effort to encode unprocessed emotional
material, is consistent with previous studies on gamma synchro-
nicity in which neuronal firing in frontal cortex was associated
with behaviorally relevant sensory information and highly alert
brain states [54]. On the other hand, attention was associated with
reduced alpha rhythms [55] and the latter negatively correlated
with behavioral performances in non-human primates [56] having
also an active role in inhibiting unattended information in
attentional tasks [57]. The finding of a significantly lower alpha
band activity in frontal cortex at T1 (Figure 5) supports the
hypothesis that after trauma processing with EMDR the traumatic
event per se will be under control through a more attentive
cognitive-associative modes. In this respect also the prominent
beta band activation in limbic regions (OFC, rPFC, ACC, PHG
and PCC) can be interpreted as increased selective attention and
perception of the index trauma in patients as compared to controls
[58].
Figure 4. SCRIPT: PATIENTS T1 - PATIENTS T0 (theta band). Cortical representation of the cluster of voxels in which the EEG signal showedsignificant differences between conditions. Activation increases exceeding a p value ,0.01 and an F value over 2 z-score are depicted by red colorscale. Top row left: lateral view of left hemisphere; Top row middle: lateral view of right hemisphere; Top row right: view from below; Bottom row left:medial view of left hemisphere; Bottom row middle: medial view of right hemisphere; Bottom row right: transversal section at temporal cortex level(z = 210). Regional details are presented in Table 3.doi:10.1371/journal.pone.0045753.g004
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Delta waves were significantly higher in patients as compared to
controls and in patients at T1 as compared to T0 in all regions
involved in the EMDR related changes (Table 3). Their increase
in association with BS can tentatively be ascribed to the oscillation
caused by such slow-wave-sleep-like stimulus [59] and their
increase in frontal cortex of patients as compared to controls
might be related to thought processes under unusual conditions
[60].
A recent theory postulates that traumatic memories are retained
in amygdalar synapses due to powerful electric signals over-
potentiating alpha-amino-3-hydroxy-5-methyl- 4-isoxazole
(AMPA) receptors. During slow wave sleep (SWS) this would
prevent their merging with the cognitive memory trace via
anterior cingulate cortex (for review see [59]). Animal studies have
demonstrated that a low-frequency tetanic stimulation using one to
five pulses per second can cause in the synapses of the basolateral
Figure 5. EMDR BS: PATIENTS T1 - PATIENTS T0 (alpha band). Cortical representation of the cluster of voxels in which the EEG signal showedsignificant differences between conditions. Activation increases exceeding a p value ,0.01 and an F value over 2 z-score are depicted by red colorscale; activation decreases are depicted by blue color scale. Top row left: lateral view of left hemisphere; Top row middle: lateral view of righthemisphere; Top row right: view from below; Bottom row left: medial view of left hemisphere; Bottom row middle: medial view of right hemisphere;Bottom row right: transversal section at primary visual cortex level (z = 15). Regional details are presented in Table 3.doi:10.1371/journal.pone.0045753.g005
Table 4. Correlations between Lagged Phase Synchronization (LPS) indexes and psychometric variables.
Changed pair-wise interactions vsneuropsychological tests r r2 p
SCRIPT T1 vs T0 (theta band) left VC – right FG vs IES 0.531 0.282 0.016
left VC – right FG vs BDI 0.505 0.255 0.023
left VC – right FG vs PSDI 0.484 0.235 0.030
EMDR patients vs controls (gamma band) left PFC – left PCC vs IES 20.666 0.443 0.001
left PFC – left PCC vs BDI 20.594 0.353 0.006
left PFC – left PCC vs PSDI 20.550 0.302 0.012
left ACC – left PCC vs IES 20.644 0.415 0.002
left ACC – left PCC vs BDI 20.567 0.322 0.009
left ACC – left PCC vs PSDI 20.493 0.243 0.027
doi:10.1371/journal.pone.0045753.t004
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tract of the amygdale a depotentiation of AMPA receptors
proportional to the stimulation frequency and extinguishing the
traumatic memories [61].
Such stimulus is similar to the one administered during EMDR
sessions (about 2 Hz) and the pathophysiological mechanism of the
therapy might be related to the slowing of the depolarization rate
of neurons in the limbic system elicited by BS. This in turn would
result in the emotional memories pathologically confined in the
amygdale moving to higher brain centers and being fully processed
[59]. At macroscopic level, our findings (hyperactivation of
parahippocampal gyrus and limbic cortices at T0 in both BS
and script listening) seem to support such hypothesis even if in
humans functional studies focused on neuronal firing, finer spatial
identification and time resolution are needed to better investigate
this fascinating issue.
According to the Adaptive Information Processing theory [62]
when a traumatic event occurs, information processing may be
incomplete, probably due to the fact that strong negative feelings
or neurobiological reactions interfere with it. This prevents the
forging of associative connections of memory with other networks
and memory is dysfunctionally stored. During an EMDR session
memory distressing components are linked to more adaptive
information existing in the neural networks and therefore memory
desensitization and reprocessing take place, thus contributing to
symptom reduction and ultimately remission.
The assessment of severity and persistence of trauma related
symptoms is of paramount importance. IES and BDI are
commonly administered pre- and post-treatment as measures of
outcome and this approach is particularly evident in studies on
effectiveness of psychotherapy for traumatised patients [9,63].
The dramatic decrease of IES from moderate impact to sub-cut-
off scoring was such for both intrusion and avoidance subscales
indicating the efficacy of EMDR sessions on both components.
The same held true for BDI in which scores moved from moderate
depression to sub threshold values between minimal and mild
depression ranges for both cognitive and somatic components.
We found significant positive correlations between the func-
tional connectivity changes (as expressed by lagged phase
synchronization values) in patients at T1 as compared to T0 in
VC and FG and the scores of neuropsychological tests during
script listening and negative correlations of the same scores and
some regions of the frontal and parietal limbic system in which
reciprocal connectivity changed significantly (PFC, ACC and
PCC) during BS when comparing patients and controls (see
Table 4).
The different directions of the correlations are due to the fact
that LPS represented in the former case a decreased connectivity
between patients at T1 as compared to patients at T0 (lower LPS,
lower neuropsychological scores) whereas in the latter case control
subjects showed higher connectivity (higher LPS, lower neuropsy-
chological scores).
Such correlations highlight the association between three
important dimensions of the pathological and diagnostic processes
(i.e. functional changes, neuropsychological assessment and
clinical status) and confirm the neurobiological ground and effects
of EMDR therapy. Statistical significance was achieved in the
correlations of tests scores of IES total, BDI total and SCL-90R-
PSDI with all the investigated pair-wise interactions confirming
the role of the above neuropsychological tests in the diagnosis and
clinical assessment of post-traumatic conditions. In the future more
studies with a larger number of subjects are needed to highlight the
correlations between such scores and other regions, but more
importantly to identify the sites of neural representations and/or
processing of the above constructs under post-traumatic conditions
[64].
EMDR sessions, seemed also to spread positive effects on a
general reduction of psychiatric symptoms associated with the
posttraumatic condition, quite the rule in individuals who have
experienced multiple and repeated traumas [65]. In this respect,
the literature shows a compelling evidence of what Bremner [66]
has described as ‘‘trauma spectrum psychiatric disorders’’ includ-
ing mild to severe depression and anxiety disorder [67,68]. Our
findings seem to follow this vein since in patients all three scores of
global index of distress of SCL-90-R were significantly changed
after EMDR therapy. The striking decrease in depression as
measured by the BDI and in the quantity and quality of symptoms
as measured by the SCL-90-R has to be regarded as a further
indication of EMDR treatment efficacy in tackling and amelio-
rating psychiatric disorders in the trauma spectrum.
One of the constraints of the study is the relatively small number
of investigated subjects. However numerousness lies in the
magnitude of the neuroimaging study in which the high costs
and the complicated methodologies limit the amount of subjects to
be studied. On the other hand recruitment of controls increased
the robustness of the results adding a between-subjects analysis to
the comparison of patients at T0 and T1. Finally, a systematic and
exhaustive discussion of all differences found in each EEG band
(Table 3) was beyond the scope of the present study and we have
deliberately confined the discussion to some of the most relevant
results.
ConclusionsOur findings point to a highly significant activation shift
following EMDR therapy from limbic regions with high emotional
valence to cortical regions with higher cognitive and associative
valence. This suggests a strong neurobiological rationale of
EMDR, thus supporting its efficacy as an evidence- based
treatment for trauma. On the other hand the pathophysiological
changes occurring during EMDR psychotherapy were monitored
on-line for the first time, confirming the validity of the proposed
EEG methodology and encouraging further studies with a larger
cohort of subjects.
Acknowledgments
The authors wish to thank Dr. Patrizia Cogolo for assisting in self-
administered checklists collection, Mrs. Emanuela Enrico for English
editing, Dr. Andrea Daverio for assisting in Figure preparation and Mr.
Manuel Abbafati for the valuable technical assistance.
Author Contributions
Conceived and designed the experiments: MP GDL GN CN MA AS.
Performed the experiments: MP GDL ARV LM GN GL RR IF. Analyzed
the data: MP GDL LM GN CN. Contributed reagents/materials/analysis
tools: GDL LM GN CN MA AS. Wrote the paper: MP GDL ARV GN
CN GL MA IF AS. Provided private practitioner room for the
experiments: ARV RR GL.
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